Wellspring

Wellspring is a project to archive all the knowledge that I have acquired during my academic pursuit. Note that it is displayed much better on nbviewer rather than on GitHub.

Goal

To archive the knowledge such that:

• it is easily accessible and shareable
• explanations are demonstrated in an interactive fashion, through the use of Jupyter notebooks.

To run the notebooks interactively, navigate to wellspring directory and use either

env PYTHONPATH=$(pwd) jupyter notebook

or

env PYTHONPATH=$(pwd) jupyter lab

Progress

Completed

1. neural_network
2. fuzzy_system
3. cyber_security
4. statistic
5. graph_theory
6. signal_processing
7. real_time_systems
8. linear_algebra
9. multivariable_calculus
10. ordinary_differential_equations/

Some minor tweaks required

1. algorithm analysis
2. ai
3. computer_networks

WIP

2. computer_vision
3. discrete_structures
4. natural_language_processing
5. linear_optimization

Future modules

1. Basic circuitry

Contribution

Feel free to create issues (or even PR's) for any typos, improvements, or even if you have any doubts about the subject matter (though the frequency of addressing issues may vary).

Acknowledgement

All information produced in this repository are adapted from various modules provided by National University of Singapore.